Mathematical and Statistical Tools for Data Analysis: A Practical Guide to Descriptive, Inferential, and Multivariate Methods for Environmental Analysis - Tapa blanda

Ait Bouh, Hasna

 
9786209579561: Mathematical and Statistical Tools for Data Analysis: A Practical Guide to Descriptive, Inferential, and Multivariate Methods for Environmental Analysis
Tapa blanda
ISBN 10: 6209579566 ISBN 13: 9786209579561
Editorial: LAP Lambert Academic Publishing, 2026

Sinopsis

This work presents an in-depth exploration of the essential statistical methods and techniques for data analysis. It covers the fundamental concepts necessary for understanding statistics, as well as the mathematical parameters underlying these tools.Statistical tests form a central focus, including methods for assessing data normality and techniques for comparing populations. Classical tests such as the t-test and the Wilcoxon test are discussed, along with approaches for comparing two independent populations.Multivariate analysis is also addressed, with concepts such as the Divergence Coefficient, Enrichment Factor, and Pearson Correlation. Advanced techniques, including Principal Component Analysis (PCA) and Hierarchical Cluster Analysis (HCA), are explored, providing powerful tools for interpreting complex datasets.In sum, this work serves as a valuable resource for anyone seeking to master statistical tools and apply this knowledge across various fields of study.

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Editorial
LAP Lambert Academic Publishing
Año de publicación
2026
Idioma
Inglés
ISBN 10 
6209579566
ISBN 13 
9786209579561
Encuadernación
Tapa blanda
Número de páginas
56
Contacto del fabricante
no disponible
Persona responsable
no disponible